Scene Type Classification on ScanNet v2 (test)
70.7Accuracy (0-shot)UniScene3D
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UniScene3DInput=CPM, Evaluation Protocol=Linear probing for few-shot2026.04 | 70.7 | 43.2 | 72.4 | 83.7 | |
| POMA-3DInput=PM, Evaluation Protocol=Linear probing for few-shot2026.04 | 63.9 | 32.2 | 64.9 | 74.1 | |
| FG-CLIPInput=I, Evaluation Protocol=Linear probing for few-shot2026.04 | 49.5 | 40 | 62 | 77.5 | |
| DFNInput=I, Evaluation Protocol=Linear probing for few-shot2026.04 | 41.6 | 40.5 | 60.1 | 77.5 | |
| SigLIP2Input=I, Evaluation Protocol=Linear probing for few-shot2026.04 | 36 | 36.6 | 57.8 | 77.9 | |
| Uni3D-gInput=PC, Evaluation Protocol=Linear probing for few-shot2026.04 | 8.6 | 21.4 | 37.1 | 45.4 | |
| 3D-VisTAInput=PC, Evaluation Protocol=Linear probing for few-shot2026.04 | 1.9 | 28.9 | 49.4 | 55 | |
| SceneVerseInput=PC, Evaluation Protocol=Linear probing for few-shot2026.04 | 0.8 | 24 | 51.1 | 64.2 |